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Salary
$22k – $93k per year (Estimated)
Location
In office (Bengaluru)
Overview
Company
Impact
Profile match
Oolka is a credit score builder platform collaborating with banks, financial institutions, and other entities to empower individuals for credit management, ensuring transparent reports for better financial health.

Responsibilities:

  • Performance: Maintain < 200ms P95 latency for all user-critical operations at 10x current scale.
  • Incident Reduction: Implement monitoring and automation that reduces production incidents by 80%.
  • Team Enablement: Create platform abstractions that let product teams ship features 3x faster.
  • Design and implement asynchronous multi-agent orchestration.
  • Own end-to-end latency from user message to AI response.
  • Build resilient inference pipelines that gracefully degrade under load.
  • Implement intelligent request routing and load balancing for AI workloads.
  • Migrate critical AI conversation flow from monolith to dedicated services.
  • Implement WebSocket/streaming infrastructure for real-time chat.
  • Design circuit breakers and fallback strategies for AI model failures.
  • Build comprehensive observability for AI system performance.
  • Optimize credit data retrieval and caching strategies.

Requirements:

  • 2+ years building and scaling distributed systems, handling > 5K concurrent requests in production.
  • Hands-on experience with microservices decomposition from monolithic architectures under live traffic.
  • Production experience with service mesh technologies and container orchestration at scale.
  • Deep understanding of database sharding, replication, and distributed transaction management.
  • Hands-on experience with CDN optimization and edge computing for global/multi-region deployments.
  • Proven ability to optimize systems, achieving < 100ms P99 latency for critical user-facing operations.
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